{"id":1320147,"url":"https://alion.io/job/fsv-computer-vision-engineer-estonia","title":"Computer Vision Engineer (Estonia)","company":{"id":3828559,"name":"FSV","domain":"fsv.global","url":"https://alion.io/company/fsv-2","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"PeopleForce","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"explicit","locations":["Estonia"],"countries":["EE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":53000,"max_usd":133000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":1507},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Computer Vision","optional":false},{"name":"Machine Learning","optional":false},{"name":"OpenCV","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"TensorFlow","optional":false},{"name":"C++","optional":true},{"name":"OpenGL","optional":true}],"status":"live","first_seen_at":"2026-09-26T21:14:07Z","employer_posted_date":"2026-09-26","last_verified_at":"2026-09-27T00:32:03Z","board_verified":false,"closed_at":null,"days_open":2,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":2},"description":"About us:Farsight Vision develops AI-powered geospatial intelligence solutions for defence and security operations. The platform transforms raw aerial and sensor data into real-time 3D environments, actionable analytics, and AI-assisted operational scenarios, enabling enhanced situational awareness, mission planning, and faster decision-making for both human operators and autonomous systems. We operate at the intersection of geospatial data, computer vision, and defense operations - and if that interests you, read on.\nResponsibilities:\n- Design, develop, and deploy production-ready computer vision algorithms for image and video analysis in GIS-related applications\n- Build end-to-end perception pipelines - data collection, preprocessing, model development, deployment, and monitoring\n- Integrate CV components into operational products in close collaboration with cross-functional engineering teams\n- Optimize algorithms for performance, reliability, and scalability in real-time and resource-constrained environments\n- Develop and deploy Visual Place Recognition (VPR) systems for geo-localization and scene understanding tasks\n- Implement and optimize CV algorithms on embedded and hardware-accelerated platforms, ensuring stable and efficient inference at the edge\n- Process and analyze large-scale datasets for model training, validation, and continuous improvement\n- Diagnose and resolve complex issues across computer vision applications in production\n- Contribute to internal research, exploring emerging techniques in image synthesis, manipulation, and applied ML.\nRequirements:\n- Expert-level Python - this is our primary engineering language. You must be comfortable writing clean, efficient, production-quality Python code\n- 5+ years of hands-on experience in computer vision and applied machine learning\n- Deep working knowledge of core CV and ML libraries: OpenCV, PyTorch, TensorFlow, and related tooling\n- Solid understanding of machine learning, deep learning, and model development workflows end-to-end\n- Hands-on experience with Visual Place Recognition (VPR) algorithms and techniques, including descriptor-based retrieval, sequence matching, and localization under varying conditions\n- Proven ability to port, optimize, and run CV/ML models on embedded devices and edge hardware (e.g., NVIDIA Jetson, Raspberry Pi, or similar platforms)\n- Proven experience with image processing, model training, and evaluation methodologies\n- Ability to translate research into reliable engineering outputs with minimal supervision\n- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or a related field - or equivalent demonstrable experience\n- Strong analytical thinking and clear communication in a cross-cultural, fast-moving team.\nWould be a plus:\n- Experience with graphics APIs: OpenGL, OpenGLES, or Direct3D\n- Background in graphical algorithms, 3D rendering, or computational geometry\n- Familiarity with embedded systems or hardware-accelerated proces","description_format":"text","description_chars":2998,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":true},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Estonia","iso":"EE","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Robotic Software & Control Systems","Artificial Intelligence","C4ISR","Decision Intelligence"],"lifecycle":[{"event":"open","at":"2026-09-26T21:14:07Z"}],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":1,"expected_fill_days":23,"reasons":["conf:29","velocity","win:early"],"computed_at":"2026-09-28T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/fsv-computer-vision-engineer-estonia","json_url":"https://alion.io/job/fsv-computer-vision-engineer-estonia.json","meta":{"generated_at":"2026-09-29T03:02:22Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","usage":{"tier":"crawler","counted_by":"address","units_charged":1,"used_today":2699,"day_limit":5000,"remaining_today":2301,"minute_limit":60,"resets_at":"2026-09-30T00:00:00Z"}}}